SOTAVerified|Agents Browse Leaderboard About

Scene Segmentation

Scene segmentation is the task of splitting a scene into its various object components.

Image adapted from Temporally coherent 4D reconstruction of complex dynamic scenes.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–110 of 283 papers

Title	Date	Tasks	Status	Hype	Score
Fully Convolutional Networks for Semantic Segmentation	May 20, 2016	Real-Time Semantic SegmentationScene Segmentation	CodeCode Available	0	5
Fusing RGBD Tracking and Segmentation Tree Sampling for Multi-Hypothesis Volumetric Segmentation	Apr 1, 2021	Scene SegmentationSegmentation	CodeCode Available	0	5
Fast Scene Understanding for Autonomous Driving	Aug 8, 2017	Autonomous DrivingDecoder	CodeCode Available	0	5
A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA	May 7, 2017	CPUDenoising	CodeCode Available	0	5
On Boosting Semantic Street Scene Segmentation with Weak Supervision	Mar 8, 2019	GPUScene Segmentation	CodeCode Available	0	5
Fast and Efficient: Mask Neural Fields for 3D Scene Segmentation	Jul 1, 2024	3DGSNeRF	CodeCode Available	0	5
One model to use them all: Training a segmentation model with complementary datasets	Feb 29, 2024	AllAnatomy	CodeCode Available	0	5
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation	Mar 28, 2018	3D ArchitectureScene Segmentation	CodeCode Available	0	5
Example-Guided Style Consistent Image Synthesis from Semantic Labeling	Jun 4, 2019	Image GenerationScene Segmentation	CodeCode Available	0	5
Loci-Segmented: Improving Scene Segmentation Learning	Oct 16, 2023	Scene SegmentationSegmentation	CodeCode Available	0	5

Show:10 25 50

← PrevPage 11 of 29Next →

All datasets SUN-RGBD ScanNet StreetHazards MovieNet UAVid

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ICM	Mean IoU	50.6	—	Unverified
2	Index Network	Mean IoU	33.48	—	Unverified
3	DeepLab-LargeFOV	Mean IoU	32.08	—	Unverified
4	SegNet	Mean IoU	31.84	—	Unverified
5	FCN	Mean IoU	27.39	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3DMV	Average Accuracy	75	—	Unverified
2	KPConv	3DIoU	68.6	—	Unverified
3	PointNet++	Average Accuracy	60.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Mask2Anomaly	Open-mIoU	59.8	—	Unverified
2	LDN121-RPL	Open-mIoU	56.3	—	Unverified
3	LDN121-DenseHybrid	Open-mIoU	45.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	NeighborNet	AP	71.9	—	Unverified
2	TranS4mer	AP	60.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UNetFormer	Category mIoU	67.8	—	Unverified